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VP,	
  Product	
  Management
Isabelle	
  MAUNY
Leveraging	
  Analy4cs	
  
to	
  Improve	
  Customer	
  
Experience
Wednesday, February 17, 16
Customer	
  Experience	
  Defined
“Customer	
  experience	
  (CX)	
  is	
  
the	
  product	
  of	
  an	
  interac4on	
  
between	
  an	
  organiza4on	
  and	
  a	
  
customer	
  over	
  the	
  dura:on	
  of	
  
their	
  rela4onship.”
2
Wednesday, February 17, 16
3
“The customer experience
is the next competitive
battleground.”
Jerry Gregoire
(Former CIO Dell/PepsiCo)
Wednesday, February 17, 16
4
Your	
  customers	
  want	
  to	
  have	
  a	
  personalized	
  experience.
We	
  are	
  in	
  the	
  :me	
  of	
  ME!
Wednesday, February 17, 16
5
TRAVELLING
Wednesday, February 17, 16
6
CALLING CUSTOMER SERVICE
Wednesday, February 17, 16
7
SHOPPING
Wednesday, February 17, 16
What	
  do	
  all	
  those	
  
scenarios	
  have	
  in	
  common	
  ?
8
You	
  need	
  to	
  know	
  the	
  customer	
  profile,	
  e.g.	
  historical	
  data,	
  to	
  take	
  a	
  decision
You	
  need	
  to	
  understand	
  the	
  context	
  in	
  which	
  the	
  customer	
  evolves
You	
  need	
  to	
  be	
  able	
  to	
  react	
  in	
  real	
  :me	
  to	
  certain	
  condi:ons	
  or	
  paGerns
Wednesday, February 17, 16
9 Image Credit: http://www.websitemagazine.com/content/blogs/posts/archive/2014/09/25/customer-service-in-2039.aspx
Does	
  this	
  mean	
  I	
  need	
  
BigData	
  ???
Wednesday, February 17, 16
10
Open	
  APIs
Databases
Apps
Mail
Logs
Social	
  networks
Every	
  industry	
  has	
  
plenty	
  of	
  data!
IoT	
  Devices
</API/>
Wednesday, February 17, 16
11
Analyse Data
at Rest
BATCH
ANALYTICS
Analyse Data
in Real time
STREAMING
ANALYTICS
Predict Behaviour
PREDICTIVE
ANALYTICS
Business	
  Intelligence
Wednesday, February 17, 16
Streaming	
  Analy4cs
• Ac:ng	
  on	
  flowing	
  (or	
  perishable)	
  data
• Temporal	
  and	
  logical	
  paGerns
• Can	
  detect	
  the	
  non-­‐occurrence	
  of	
  events
• Can	
  use	
  historical	
  data	
  and	
  real	
  :me	
  data	
  
to	
  take	
  decisions
• Scales	
  to	
  500.000	
  events/sec	
  and	
  more.
12
Wednesday, February 17, 16
IoT	
  provides	
  context!
13 Images Credits: https://developer.apple.com/ibeacon/, http://www.yenlo.com/blog/building-the-world-s-biggest-ibeacon-living-lab-with-wso2,
Wednesday, February 17, 16
Predic4ve	
  Analy4cs
14
Image Credit: http://www.edureka.co/blog/who-is-a-data-scientist/
• Uses	
  historical	
  data,	
  sta:s:cal	
  algorithms	
  and	
  
machine	
  learning	
  approaches	
  to	
  predict	
  behaviour	
  
and	
  detect	
  trends,	
  for	
  example:
• Recommenda:on	
  Engine
• Classifica:on
• Anomaly	
  Detec:on
• Creates	
  a	
  model	
  that	
  can	
  be	
  applied	
  to	
  new	
  data.
• Will	
  most	
  likely	
  require	
  the	
  skills	
  of	
  a	
  data	
  scien:st
Wednesday, February 17, 16
15
Images Credits: http://timoelliott.com/blog/analytics-cartoons
Wednesday, February 17, 16
16
Wednesday, February 17, 16
Analy4cs	
  don’t	
  work	
  in	
  isola4on!
17
IOT GATEWAY
DEVICE
DEVICE
INTEGRATION GATEWAY
(APIs, DATA AND SERVICES)
BATCH, REAL-TIME
and PREDICTIVE
ANALYTICS
API MANAGEMENT
Enterprise
Processes and
Services
SECU
RITY
APP DEV
DEVICE
MANAGEMENT
EVENTS
RECEIVER
CONNECTIVITY / TELECOMS
Wednesday, February 17, 16
Analy4cs:	
  Innova4on	
  is	
  in	
  Open	
  Source!
18
Wednesday, February 17, 16
19
WSO2	
  Analy4cs	
  PlaXorm
Wednesday, February 17, 16
Want	
  to	
  learn	
  more	
  ?
20
Nirmal Srinath Suho Seshika
Today	
  	
  16:00	
  -­‐	
  16:30	
  Big	
  Data	
  &	
  Analy:cs:	
  Moving	
  Beyond	
  Hype	
  to	
  Insight
Tomorrow	
  14:30	
  -­‐	
  15:00	
  IoT	
  Analy:cs
Tomorrow	
  11:00	
  -­‐	
  12:30	
  Analy:cs	
  Track
Anjana
Wednesday, February 17, 16
Thank	
  	
  You	
  !
Wednesday, February 17, 16

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WSO2Con ASIA 2016: Keynote: Want to Improve Customer Experience? Analytics Can Help You!

  • 1. VP,  Product  Management Isabelle  MAUNY Leveraging  Analy4cs   to  Improve  Customer   Experience Wednesday, February 17, 16
  • 2. Customer  Experience  Defined “Customer  experience  (CX)  is   the  product  of  an  interac4on   between  an  organiza4on  and  a   customer  over  the  dura:on  of   their  rela4onship.” 2 Wednesday, February 17, 16
  • 3. 3 “The customer experience is the next competitive battleground.” Jerry Gregoire (Former CIO Dell/PepsiCo) Wednesday, February 17, 16
  • 4. 4 Your  customers  want  to  have  a  personalized  experience. We  are  in  the  :me  of  ME! Wednesday, February 17, 16
  • 8. What  do  all  those   scenarios  have  in  common  ? 8 You  need  to  know  the  customer  profile,  e.g.  historical  data,  to  take  a  decision You  need  to  understand  the  context  in  which  the  customer  evolves You  need  to  be  able  to  react  in  real  :me  to  certain  condi:ons  or  paGerns Wednesday, February 17, 16
  • 9. 9 Image Credit: http://www.websitemagazine.com/content/blogs/posts/archive/2014/09/25/customer-service-in-2039.aspx Does  this  mean  I  need   BigData  ??? Wednesday, February 17, 16
  • 10. 10 Open  APIs Databases Apps Mail Logs Social  networks Every  industry  has   plenty  of  data! IoT  Devices </API/> Wednesday, February 17, 16
  • 11. 11 Analyse Data at Rest BATCH ANALYTICS Analyse Data in Real time STREAMING ANALYTICS Predict Behaviour PREDICTIVE ANALYTICS Business  Intelligence Wednesday, February 17, 16
  • 12. Streaming  Analy4cs • Ac:ng  on  flowing  (or  perishable)  data • Temporal  and  logical  paGerns • Can  detect  the  non-­‐occurrence  of  events • Can  use  historical  data  and  real  :me  data   to  take  decisions • Scales  to  500.000  events/sec  and  more. 12 Wednesday, February 17, 16
  • 13. IoT  provides  context! 13 Images Credits: https://developer.apple.com/ibeacon/, http://www.yenlo.com/blog/building-the-world-s-biggest-ibeacon-living-lab-with-wso2, Wednesday, February 17, 16
  • 14. Predic4ve  Analy4cs 14 Image Credit: http://www.edureka.co/blog/who-is-a-data-scientist/ • Uses  historical  data,  sta:s:cal  algorithms  and   machine  learning  approaches  to  predict  behaviour   and  detect  trends,  for  example: • Recommenda:on  Engine • Classifica:on • Anomaly  Detec:on • Creates  a  model  that  can  be  applied  to  new  data. • Will  most  likely  require  the  skills  of  a  data  scien:st Wednesday, February 17, 16
  • 17. Analy4cs  don’t  work  in  isola4on! 17 IOT GATEWAY DEVICE DEVICE INTEGRATION GATEWAY (APIs, DATA AND SERVICES) BATCH, REAL-TIME and PREDICTIVE ANALYTICS API MANAGEMENT Enterprise Processes and Services SECU RITY APP DEV DEVICE MANAGEMENT EVENTS RECEIVER CONNECTIVITY / TELECOMS Wednesday, February 17, 16
  • 18. Analy4cs:  Innova4on  is  in  Open  Source! 18 Wednesday, February 17, 16
  • 20. Want  to  learn  more  ? 20 Nirmal Srinath Suho Seshika Today    16:00  -­‐  16:30  Big  Data  &  Analy:cs:  Moving  Beyond  Hype  to  Insight Tomorrow  14:30  -­‐  15:00  IoT  Analy:cs Tomorrow  11:00  -­‐  12:30  Analy:cs  Track Anjana Wednesday, February 17, 16
  • 21. Thank    You  ! Wednesday, February 17, 16